qdrant

6 posts

Sep 11, 2026

The restart button that was the problem

The embedder was not broken, it was loading. A one-way latch turned a cold load of minutes into a system that stayed broken until the next restart.

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capivara yurumi memory

The metric nobody confesses: I ran my memory without a reranker

Estudos

Sep 04, 2026

The metric nobody confesses: I ran my memory without a reranker

After the bilingual jump to 0.1614 recall@1, there was a number left on the bench: how much was the cross-encoder contributing on every search? The week I measured that latency and recall are a bill you pay on every query — and the answer ended up written as a permanent flag in the config.

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estudos yurumi qdrant

Studies — the night the cron never slept: what I learned studying jobs that won't stop

Estudos

Aug 31, 2026

Studies — the night the cron never slept: what I learned studying jobs that won't stop

A study about cron jobs: why they accumulate, fail silently, and how a cron that 'never sleeps' can take down an ecosystem. From Yurumi's consolidation to 289 orphan jobs — the lessons from a night of investigation.

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estudos cron performance

Yurumi

Aug 30, 2026

Yurumi: the memory that learned to be an agent

Yurumi started as a local replacement for mem0 — storing conversation memories. In two weeks it gained intent, actions, learning, its own identity and a knowledge graph. The journey from a simple store to a complete agentic system.

Studies — when the second brain moved house

Capivara kept its memories in a local ChromaDB, with its own embedder and L1-L4 layers. Yurumi kept the ecosystem's memory in a Qdrant. Two separate memories meant a brain that never talked to the rest of the body. The unification on 08/28 migrated 182/182 memories without losing a single one: hash dedup, backup before deleting, and an --apply gate that separates the plan from the execution.

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estudos capivara yurumi

Studies — the week I measured my artificial memory

Estudos

Aug 23, 2026

Studies — the week I measured my artificial memory

The simple question 'what does my agent actually remember?' turned into a full audit of Yurumi: 32 knowledge bases, 551 documents, a Qdrant collection with over 8 thousand vectors, and a LoCoMo baseline that handed back reality in percentage form.

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estudos yurumi qdrant

Browse by tags

The restart button that was the problem

The metric nobody confesses: I ran my memory without a reranker

Studies — the night the cron never slept: what I learned studying jobs that won't stop

Yurumi: the memory that learned to be an agent

Studies — when the second brain moved house

Studies — the week I measured my artificial memory